(Services) [Intelligence]

Data platforms and analytics that turn operational systems into reliable insight. Architecture, pipelines, warehouses, and role-specific dashboards give leaders a trusted view of performance.

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01Data strategyA practical plan for what data to collect, own, and use to support decisions and products.
02Data architectureStructural design of sources, models, and platforms that keep data consistent and usable.
03Database designSchema and storage design optimised for integrity, query patterns, and growth.
04Data integrationConnections that bring data from multiple systems into coherent, usable datasets.
05Data pipelinesAutomated flows that extract, transform, and load data on reliable schedules or events.
06Data warehousesAnalytical stores structured for reporting, history, and cross-system analysis.
07Data lakesFlexible storage layers for raw and semi-structured data used in analytics and AI.
08ETL and ELT developmentTransformation pipelines that prepare source data for analytics and operational use.
09Data cleaningRules and processes that fix duplicates, nulls, and inconsistencies before data is trusted.
10Data migrationPlanned transfers of datasets between systems with validation and cutover controls.
11Master-data managementGolden-record approaches for customers, products, and other critical shared entities.
12Data-quality monitoringOngoing checks and alerts that detect quality drift before it reaches reports.
13Real-time data synchronisationNear-real-time sync patterns that keep operational systems aligned as events happen.
14Business intelligence implementationBI platform setup covering models, semantic layers, and governed reporting access.
15Embedded analyticsAnalytics experiences built into products so users see insight in context of their work.
16Predictive analyticsForecasting and scoring models delivered through dashboards or operational systems.
17Executive dashboardsLeadership views of KPIs, trends, and exceptions designed for quick decision-making.
18Financial dashboardsFinance-focused views covering P&L, cash, margins, and related control metrics.
19Sales dashboardsPipeline, revenue, and activity dashboards for sales leaders and account teams.
20Operations dashboardsLive operational metrics that track throughput, SLAs, bottlenecks, and capacity.
21Marketing dashboardsCampaign, funnel, and channel performance views for marketing decision-makers.
22HR dashboardsWorkforce analytics covering headcount, attrition, hiring, and related people metrics.
23Inventory dashboardsStock, movement, and availability views that support replenishment and fulfilment.
24Project dashboardsDelivery views for progress, budget burn, risks, and resource utilisation.
25Customer-service dashboardsSupport metrics covering volume, SLA, resolution quality, and backlog health.
26Custom reporting portalsSecure portals where stakeholders access tailored reports without raw-database access.

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